2023W2 - Assignment 6_ COMM 191 201 202 2023W2 Application of Statistics in Business

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3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 1/12 2023W2 - Assignment 6 Due Feb 28 at 11:59p.m. Points 50 Questions 18 Available Feb 14 at 7a.m. - Feb 28 at 11:59p.m. Time Limit None This quiz was locked Feb 28 at 11:59p.m.. Attempt History Attempt Time Score LATEST Attempt 1 14,239 minutes 44 out of 50 Score for this quiz: 44 out of 50 Submitted Feb 28 at 9:20a.m. This attempt took 14,239 minutes. Question 1 2 / 2 pts Skewed, because the true proportion is much greater than 0.50. Symmetric but not normal, because the data are binary. Correct! Normal, because of the Central Limit Theorem. Cannot tell without plotting the raw data. Question 2 1 / 1 pts Use this information for Questions 1, 2, 3, 4, 5. Sampling Distribution of Proportions A restaurant chain regularly surveys its customers. On the basis of these surveys, the management of the chain claims that 75% of its customers rate the food as excellent. A consumer testing service wants to examine this claim. They take a simple random sample of 600 customers and ask them each to rate the food. Assume that the restaurant chain’s claim is true (i.e. that the true proportion is indeed 0.75). What is the general shape of the sampling distribution of the sample proportion of customers who are satisfied?
3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 2/12 Correct! 0.75 0.75 (with margin: 0) Between 0.7499 and 0.7501 Question 3 1 / 1 pts Correct! 0.0177 0.0177 (with margin: 0) 0.018 (with margin: 0) Between 0.017 and 0.018 Question 4 2 / 2 pts Correct! 0.0023 0.0024 (with margin: 0) 0.0023 (with margin: 0) 0.24 (with margin: 0) 0.23 (with margin: 0) Between 0.0023 and 0.0024 What is the mean of the sample proportion ? (Enter the mean to two decimal places, 0.xx.) What is the standard deviation of the sample proportion ? (Enter the standard deviation to four decimal places 0.xxxx.) Again assuming that the chain’s claim is true (i.e. that the true proportion is indeed 0.75), what is the probability that, in a simple random sample of 600 customers, less than 70% rate the food as excellent? Use the mean and standard deviation you computed above). (Enter the probability to four decimal places in the format 0.xxxx . Do NOT convert to percentages.)
3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 3/12 Question 5 2 / 2 pts Support Correct! Refute Cannot tell Question 6 1 / 1 pts Correct! 0.75 0.75 (with margin: 0) Question 7 1 / 1 pts Correct! 0.0137 0.0137 (with margin: 0) Between 0.0136 and 0.0138 Question 8 1 / 1 pts Correct! Suppose that in a random sample of 600 customers, 420 rate the food as excellent. Does this support or refute the restaurant chain’s claim? Hint: Refer to previous question. For Questions 6, 7, 8, redo the previous calculations with a simple random sample of size 1000. a. What is the mean? (Enter the mean to two decimal places, 0.xx.) b. What is the new SD? (Enter the standard deviation to four decimal places 0.xxxx.) c. What is the new probability that less than 70% rate the food as excellent. (Enter the probability to four decimal places in the format 0.xxxx . Do NOT convert to percentages.)
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3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 4/12 0.0001 0.0001 (with margin: 0) Between 0.0001 and 0.0002 Question 9 4 / 4 pts Answer 1: Correct! 92000 Correct! 92000 Correct Answer 92,000 Answer 2: Correct! 2220 Correct! 2220 Correct Answer 2,220 Question 10 2 / 2 pts Use this information for Questions 9, 10, 11, 12, 13 Sampling Distribution of Means The admissions department of University A (UA) claims that the starting salaries of their MBA graduates are normally distributed with a mean of $92,000 and a standard deviation of $15,700. Similarly, the admissions department of University B (UB) claims that the starting salaries of their MBA graduates are normally distributed with a mean of $90,000 and a standard deviation of $19,500. To test these claims a random sample of 50 UA MBAs and a random sample of 60 UB MBAs are selected. For University A, what are the mean and standard deviation of the sample mean? (Enter the mean and standard deviation to the nearest whole number. Do NOT include units!) Mean = 92000 SD = 2220
3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 5/12 Correct! 0.0122 0.0122 (with margin: 0) 1.22 (with margin: 0) Between 0.012 and 0.013 Question 11 4 / 4 pts Answer 1: Correct! 90000 Correct! 90000 Correct Answer 90,000 Answer 2: Correct! 2517 Correct! 2517 Correct Answer 2,517 Correct Answer 2518 Correct Answer 2,518 For University A, what is the probability that the sample mean starting salary will be less than $87,000? (Enter the probability to four decimal places in the format 0.xxxx . Do NOT convert to percentages.) For University B, what are the mean and standard deviation of the sample mean? (Enter the mean and standard deviation to the nearest whole number. Do NOT include units!) Mean = 90000 SD = 2517
3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 6/12 Question 12 0 / 2 pts You Answered 0.1171 0.1167 (with margin: 0) 11.67 (with margin: 0) Between 0.116 and 0.117 Question 13 0 / 2 pts You Answered 0.4681 0.7244 (with margin: 0) 0.7243 (with margin: 0) 72.44 (with margin: 0) 72.43 (with margin: 0) Between 0.723 and 0.726 Question 14 2 / 4 pts For University B, what is the probability that the sample mean starting salary will be less than $87,000? (Enter the probability to four decimal places in the format 0.xxxx . Do NOT convert to percentages.) This part is harder: What is the probability that the mean starting salary of UA MBA grads will exceed the mean starting salary of UB MBA grads? Hints: Let X = UA salaries and Y = UB salaries. Then find Pr( X ̄ – Ȳ > 0) You will need the sampling distribution of the difference of means and the mean and standard deviation of the difference; then you’re on your way. (Enter the probability to four decimal places in the format 0.xxxx . Do NOT convert to percentages. Note: You do not need to provide the mean and standard deviation of the difference; just the probability!) According to one year's C291 Student Survey, the mean height of males is 177 cm. with a standard deviation of 7.5 cm. Assume that these results are true for the population of all C291 students. For each statement, decide whether it is True or False . Hint: Use the 68-95-99.7 Rule.
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3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 7/12 Answer 1: Correct! True False Answer 2: True Correct! False Answer 3: You Answered True Correct Answer False Answer 4: Correct Answer True You Answered False Question 15 6 / 6 pts i. The chance that the height of one randomly chosen male C291 student is between 169.5 and 184.5 is about 68%. True ii. The chance that the mean of a random sample of 25 male C291 students is between 169.5 and 184.5 is about 68%. False iii. The chance that the height of one randomly chosen male C291 student is between 175.5 and 178.5 is about 68%. True iv. The chance that the mean of a random sample of 25 male C291 students is between 175.5 and 178.5 is about 68%. False For each of the following situations, choose which type of bias we should be most concerned about:
3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 8/12 Answer 1: Convenience sampling bias Undercoverage Sampling error Stratified random sample Voluntary response bias Bad sampling frame Correct! Nonresponse bias None of the other answers Answer 2: Convenience sampling bias Undercoverage Sampling error Stratified random sample Correct! Voluntary response bias Bad sampling frame Nonresponse bias None of the other answers Answer 3: Convenience sampling bias Correct! Undercoverage Sampling error Stratified random sample Voluntary response bias Bad sampling frame 1. A survey about ride-sharing services is sent out to a randomly selected sample of BC residents by mail and 4.7% of the surveys are returned: → Nonresponse bias 2. A pipeline company runs an ad in a newspaper asking people to sign in to their website to record their opinions about pipeline expansion: → Voluntary response bias 3. A public opinion survey selects names from a city telephone directory: → Undercoverage 4. A marketing survey from a Vancouver-based clothing company that employees are asked to give to their friends and families: → Convenience sampling bias
3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 9/12 Nonresponse bias None of the other answers Answer 4: Correct! Convenience sampling bias Undercoverage Sampling error Stratified random sample Voluntary response bias Bad sampling frame Nonresponse bias None of the other answers Question 16 10 / 10 pts Answer 1: Simple Random Sampling Stratified Random Sampling Cluster Random Sampling Multistage Sampling Systematic Sampling Correct! Convenience Sampling An accounting firm has 72 members in 6 departments. Each department has 1 senior partner (SP), 2 junior partners (JP) and 9 associates (AS). A sample of 12 of the firm's members will be chosen to attend a professional conference. Choose the best description of each of these sampling methods. a. Choose the first 12 names on the alphabetical listing of all 72 of the firm's members. → Convenience Sampling b. Choose 1 department at random and select every member of that department. → Cluster Random Sampling c. Choose 1 SP at random from the 6 SPs, 2 JPs at random from the 12 JPs, and 9 ASs at random from the 54 ASs. → Stratified Random Sampling d. Choose 12 members at random from all 72 of the firm's members. → Simple Random Sampling e. Rank the firm's members by height and select every sixth person. → Systematic Sampling
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3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 10/12 Answer 2: Simple Random Sampling Stratified Random Sampling Correct! Cluster Random Sampling Multistage Sampling Systematic Sampling Convenience Sampling Answer 3: Simple Random Sampling Correct! Stratified Random Sampling Cluster Random Sampling Multistage Sampling Systematic Sampling Convenience Sampling Answer 4: Correct! Simple Random Sampling Stratified Random Sampling Cluster Random Sampling Multistage Sampling Systematic Sampling Convenience Sampling Answer 5: Simple Random Sampling Stratified Random Sampling Cluster Random Sampling Multistage Sampling Correct! Systematic Sampling Convenience Sampling Question 17 2 / 2 pts
3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 11/12 Correct! Leading questions can introduce strong bias and both of these questions lead to a Yes answer. The sample was not representative of the population. There is probably voluntary response bias. There is probably undercoverage bias. Question 18 3 / 3 pts Answer 1: All 10000 frequent flier customers polled All airlines that will use the new hubs All customers in the airline’s database All customers of the airline All customers who respond to the survey All frequent flier customers in the airline’s database Correct! All frequent flier customers of the airline Average number of times plan to use the new hubs Proportion of 10000 who plan to use one of the new hubs A survey of the economic attitudes of Europeans was carried out. Of the 2500 adults interviewed, 72% agreed that “employees with higher performance must get higher pay.” On the other hand 71% agreed that “everything a society produces should be distributed among its members as equally as possible and there should be no major differences.” What is the most likely explanation for the contradictory results? An airline company wants to know what proportion of frequent fliers plan to use one of the airline’s proposed new hubs in the next six months. Pollsters take a random sample of 10,000 from the database of all frequent fliers and send them an email message with a request to fill out a survey in exchange for 1500 air miles. a. What is the population? All frequent flier customers of the airline b. What is the sampling frame? All frequent flier customers in the airline’s database c. What is the population parameter of interest? Proportion of all frequent fliers customers who plan to use one of the new hubs
3/24/24, 10:41 AM 2023W2 - Assignment 6: COMM 191 201 202 2023W2 Application of Statistics in Business https://canvas.ubc.ca/courses/129798/quizzes/676561 12/12 Proportion of all frequent fliers customers who plan to use one of the new hubs Proportion of respondents who plan to use one of the new hubs Answer 2: All 10000 frequent flier customers polled All airlines that will use the new hubs All customers in the airline’s database All customers of the airline All customers who respond to the survey Correct! All frequent flier customers in the airline’s database All frequent flier customers of the airline Average number of times plan to use the new hubs Proportion of 10000 who plan to use one of the new hubs Proportion of all frequent fliers customers who plan to use one of the new hubs Proportion of respondents who plan to use one of the new hubs Answer 3: All 10000 frequent flier customers polled All airlines that will use the new hubs All customers in the airline’s database All customers of the airline All customers who respond to the survey All frequent flier customers in the airline’s database All frequent flier customers of the airline Average number of times plan to use the new hubs Proportion of 10000 who plan to use one of the new hubs Correct! Proportion of all frequent fliers customers who plan to use one of the new hubs Proportion of respondents who plan to use one of the new hubs Quiz Score: 44 out of 50
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